Learning to Rank in Generative Retrieval.
Yongqi LiNan YangLiang WangFuru WeiWenjie LiPublished in: AAAI (2024)
Keyphrases
- learning to rank
- information retrieval
- document retrieval
- retrieval systems
- test collection
- ranking functions
- query dependent
- retrieval model
- evaluation measures
- information retrieval systems
- average precision
- generative model
- relevance judgments
- loss function
- evaluation metrics
- query expansion
- ranking svm
- direct optimization
- information retrieval and machine learning
- document collections
- image retrieval
- learning to rank algorithms
- language model
- collaborative filtering
- relevance feedback
- pairwise
- multimedia retrieval
- retrieval effectiveness
- ranking models
- digital libraries
- reinforcement learning
- similarity measure
- balancing exploration and exploitation
- search engine